The harsh fluorescent lights of the shop seemed to hum, a jarring contrast to the memories flooding through Sarah. She remembered her grandfather's hands, gnarled and strong, placing this ring on her grandmother's finger. A single teardrop escaped, tracing a path down her cheek.

She’d almost given up. For months, she had been scouring pawn shops, driven by a hope she couldn’t explain. There it was, displayed beneath a cheap, plastic-covered watch.

She felt her breath catch as she approached, her heart thrumming against her ribs. She picked it up, feeling the cool weight in her palm. The tiny inscription inside, the date of their wedding, brought forth a flood of images. It was more than a ring; it was a connection to a past, a testament to enduring affection. She didn't hesitate, offering the man the asking price without a second thought.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417